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ORCIDRenata Borovica
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- affiliation: University of Melbourne, School of Computing and Information Systems, Australia
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2020 – today
- 2024
[c20]Dimuthu Lakmal, Kushani Perera, Renata Borovica-Gajic, Shanika Karunasekera:
Spatial-Temporal Bipartite Graph Attention Network for Traffic Forecasting. PAKDD (2) 2024: 68-80- [c19]Rajesh Bordawekar
, Oded Shmueli, Yael Amsterdamer, Renata Borovica-Gajic, Donatella Firmani:
Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM). SIGMOD Conference Companion 2024: 649-650 - [e2]Zhifeng Bao, Renata Borovica-Gajic, Ruihong Qiu, Farhana Murtaza Choudhury, Zhengyi Yang:
Databases Theory and Applications - 34th Australasian Database Conference, ADC 2023, Melbourne, VIC, Australia, November 1-3, 2023, Proceedings. Lecture Notes in Computer Science 14386, Springer 2024, ISBN 978-3-031-47842-0 [contents] - 2023
- [j17]Bastian Oetomo, R. Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein:
Cutting to the chase with warm-start contextual bandits. Knowl. Inf. Syst. 65(9): 3533-3565 (2023) - [j16]Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic:
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices. Proc. ACM Manag. Data 1(2): 139:1-139:22 (2023) - [j15]Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Gillian Dobbie, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang:
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. SIGMOD Rec. 52(2): 38-42 (2023) - [j14]Renata Borovica-Gajic:
Reminiscences on Influential Papers. SIGMOD Rec. 52(3): 36-38 (2023) - [j13]Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic:
Real-time Road Network Optimization with Coordinated Reinforcement Learning. ACM Trans. Intell. Syst. Technol. 14(4): 72:1-72:30 (2023) - [j12]R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
No DBA? No Regret! Multi-Armed Bandits for Index Tuning of Analytical and HTAP Workloads With Provable Guarantees. IEEE Trans. Knowl. Data Eng. 35(12): 12855-12872 (2023) - [c18]Guanli Liu, Jianzhong Qi, Lars Kulik, Kazuya Soga, Renata Borovica-Gajic, Benjamin I. P. Rubinstein:
Efficient Index Learning via Model Reuse and Fine-tuning. ICDEW 2023: 60-66 - [i14]Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic:
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices. CoRR abs/2305.01237 (2023) - [i13]Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic, Yu Dong:
A Simple Yet High-Performing On-disk Learned Index: Can We Have Our Cake and Eat it Too? CoRR abs/2306.02604 (2023) - [i12]Farzaneh Zirak, Farhana Murtaza Choudhury, Renata Borovica-Gajic:
SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads. CoRR abs/2310.14666 (2023) - 2022
- [j11]Rajeev Muralidhar, Renata Borovica-Gajic, Rajkumar Buyya:
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards. ACM Comput. Surv. 54(11s): 236:1-236:37 (2022) - [j10]Rajesh Chittor Sundaram, Elham Naghizade, Renata Borovica-Gajic, Martin Tomko:
Can you fixme? An intrinsic classification of contributor-identified spatial data issues using topic models. Int. J. Geogr. Inf. Sci. 36(1): 1-30 (2022) - [j9]R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning. Proc. VLDB Endow. 16(2): 216-229 (2022) - [j8]Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang:
Diversity and Inclusion Activities in Database Conferences: A 2021 Report. SIGMOD Rec. 51(2): 69-73 (2022) - [c17]Muhammed Tawfiqul Islam, Renata Borovica-Gajic, Shanika Karunasekera:
A multi-level caching architecture for stateful stream computation. DEBS 2022: 67-78 - [c16]Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin:
e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper). SIGSPATIAL/GIS 2022: 21:1-21:4 - [c15]Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin:
Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning. SIGSPATIAL/GIS 2022: 22:1-22:12 - [c14]Hairuo Xie, Renata Borovica-Gajic, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna, Gilbert Oppy, Majid Sarvi:
A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper). SIGSPATIAL/GIS 2022: 53:1-53:10 - [c13]Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin:
Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning. IV 2022: 135-144 - [i11]Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin:
Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning. CoRR abs/2201.04895 (2022) - [i10]Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin:
Intelligent Autonomous Intersection Management. CoRR abs/2202.04224 (2022) - [i9]Matthias Bachfischer, Renata Borovica-Gajic, Benjamin I. P. Rubinstein:
Testing the Robustness of Learned Index Structures. CoRR abs/2207.11575 (2022) - [i8]Renata Borovica-Gajic, Goetz Graefe, Allison W. Lee, Caetano Sauer, Pinar Tözün:
Database Indexing and Query Processing (Dagstuhl Seminar 22111). Dagstuhl Reports 12(3): 82-96 (2022) - 2021
- [c12]R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. ICDE 2021: 600-611 - [c11]Bastian Oetomo, R. Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein:
Cutting to the Chase with Warm-Start Contextual Bandits. ICDM 2021: 459-468 - [i7]R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees. CoRR abs/2108.10130 (2021) - 2020
- [j7]Rajesh Chittor Sundaram, Elham Naghizade, Renata Borovica-Gajic, Martin Tomko:
Harnessing spatio-temporal patterns in data for nominal attribute imputation. Trans. GIS 24(4): 1001-1032 (2020) - [c10]Naufal Fikri Setiawan, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
Function Interpolation for Learned Index Structures. ADC 2020: 68-80 - [c9]Yixin Xu, Lars Kulik, Renata Borovica-Gajic, Abdullah AlDwyish, Jianzhong Qi:
Highly Efficient and Scalable Multi-hop Ride-sharing. SIGSPATIAL/GIS 2020: 215-226 - [c8]Mo Li, Farhana Murtaza Choudhury, Renata Borovica-Gajic, Zhiqiong Wang, Junchang Xin, Jianxin Li:
CrashSim: An Efficient Algorithm for Computing SimRank over Static and Temporal Graphs. ICDE 2020: 1141-1152 - [c7]Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic:
Real-Time Lane Configuration with Coordinated Reinforcement Learning. ECML/PKDD (4) 2020: 291-307 - [c6]Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik:
GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric Properties. SSDBM 2020: 5:1-5:12 - [e1]Renata Borovica-Gajic, Jianzhong Qi, Weiqing Wang:
Databases Theory and Applications - 31st Australasian Database Conference, ADC 2020, Melbourne, VIC, Australia, February 3-7, 2020, Proceedings. Lecture Notes in Computer Science 12008, Springer 2020, ISBN 978-3-030-39468-4 [contents] - [i6]Rajeev Muralidhar, Renata Borovica-Gajic, Rajkumar Buyya:
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards. CoRR abs/2007.09976 (2020) - [i5]Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. CoRR abs/2010.09208 (2020)
2010 – 2019
- 2019
- [j6]Raja Appuswamy, Goetz Graefe, Renata Borovica-Gajic, Anastasia Ailamaki:
The five-minute rule 30 years later and its impact on the storage hierarchy. Commun. ACM 62(11): 114-120 (2019) - [i4]Bastian Oetomo, Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein:
A Note on Bounding Regret of the C$^2$UCB Contextual Combinatorial Bandit. CoRR abs/1902.07500 (2019) - [i3]Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik:
GeoPrune: Efficiently Finding Shareable Vehicles Based on Geometric Properties. CoRR abs/1907.01831 (2019) - [i2]Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic:
Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories. CoRR abs/1910.06788 (2019) - 2018
- [j5]Renata Borovica-Gajic, Stratos Idreos, Anastasia Ailamaki, Marcin Zukowski, Campbell Fraser:
Smooth Scan: robust access path selection without cardinality estimation. VLDB J. 27(4): 521-545 (2018) - [c5]Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik:
Finding All Nearest Neighbors with a Single Graph Traversal. DASFAA (1) 2018: 221-238 - 2017
- [c4]Raja Appuswamy, Renata Borovica-Gajic, Goetz Graefe, Anastasia Ailamaki:
The Five-minute Rule Thirty Years Later and its Impact on the Storage Hierarchy. ADMS@VLDB 2017: 1-8 - [i1]Renata Borovica-Gajic, Goetz Graefe, Allison W. Lee:
Robust Performance in Database Query Processing (Dagstuhl Seminar 17222). Dagstuhl Reports 7(5): 169-180 (2017) - 2016
- [b1]Renata Borovica-Gajic:
Toward timely, predictable and cost-effective data analytics. EPFL, Switzerland, 2016 - [j4]Renata Borovica-Gajic, Raja Appuswamy, Anastasia Ailamaki:
Cheap Data Analytics using Cold Storage Devices. Proc. VLDB Endow. 9(12): 1029-1040 (2016) - 2015
- [j3]Ioannis Alagiannis, Renata Borovica-Gajic, Miguel Branco, Stratos Idreos, Anastasia Ailamaki:
NoDB: efficient query execution on raw data files. Commun. ACM 58(12): 112-121 (2015) - [c3]Renata Borovica-Gajic, Stratos Idreos, Anastasia Ailamaki, Marcin Zukowski, Campbell Fraser:
Smooth Scan: Statistics-oblivious access paths. ICDE 2015: 315-326 - 2012
- [j2]Ioannis Alagiannis, Renata Borovica, Miguel Branco, Stratos Idreos, Anastasia Ailamaki:
NoDB in Action: Adaptive Query Processing on Raw Data. Proc. VLDB Endow. 5(12): 1942-1945 (2012) - [c2]Renata Borovica, Ioannis Alagiannis, Anastasia Ailamaki:
Automated physical designers: what you see is (not) what you get. DBTest 2012: 9 - [c1]Ioannis Alagiannis, Renata Borovica, Miguel Branco, Stratos Idreos, Anastasia Ailamaki:
NoDB: efficient query execution on raw data files. SIGMOD Conference 2012: 241-252 - 2011
- [j1]Thomas Heinis, Miguel Branco, Ioannis Alagiannis, Renata Borovica, Farhan Tauheed, Anastasia Ailamaki:
Challenges and Opportunities in Self-Managing Scientific Databases. IEEE Data Eng. Bull. 34(4): 44-52 (2011)
Coauthor Index
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last updated on 2024-06-03 00:11 CEST by the dblp team
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